Dataset statistics
| Number of variables | 84 |
|---|---|
| Number of observations | 53214 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 17.4 MiB |
| Average record size in memory | 343.0 B |
Variable types
| BOOL | 70 |
|---|---|
| NUM | 12 |
| CAT | 2 |
number_emergency is highly skewed (γ1 = 27.22568857) | Skewed |
num_procedures has 22880 (43.0%) zeros | Zeros |
number_outpatient has 46619 (87.6%) zeros | Zeros |
number_emergency has 49782 (93.6%) zeros | Zeros |
number_inpatient has 47197 (88.7%) zeros | Zeros |
numchange has 40766 (76.6%) zeros | Zeros |
Reproduction
| Analysis started | 2020-09-15 20:20:50.864232 |
|---|---|
| Analysis finished | 2020-09-15 20:21:30.080002 |
| Duration | 39.22 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
admission_type_id
Real number (ℝ≥0)
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.128669147 |
|---|---|
| Minimum | 1 |
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 415.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.52929783 |
|---|---|
| Coefficient of variation (CV) | 0.7184290861 |
| Kurtosis | 1.680947059 |
| Mean | 2.128669147 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.526149567 |
| Sum | 113275 |
| Variance | 2.338751853 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1 | 26591 | 50.0% | |
| 3 | 10837 | 20.4% | |
| 2 | 9784 | 18.4% | |
| 6 | 3734 | 7.0% | |
| 5 | 1965 | 3.7% | |
| 8 | 279 | 0.5% | |
| 7 | 16 | < 0.1% | |
| 4 | 8 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 26591 | 50.0% | |
| 2 | 9784 | 18.4% | |
| 3 | 10837 | 20.4% | |
| 4 | 8 | < 0.1% | |
| 5 | 1965 | 3.7% |
| Value | Count | Frequency (%) | |
| 8 | 279 | 0.5% | |
| 7 | 16 | < 0.1% | |
| 6 | 3734 | 7.0% | |
| 5 | 1965 | 3.7% | |
| 4 | 8 | < 0.1% |
discharge_disposition_id
Real number (ℝ≥0)
| Distinct | 21 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.233096554 |
|---|---|
| Minimum | 1 |
| Maximum | 28 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 415.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 18 |
| Maximum | 28 |
| Range | 27 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 4.948578289 |
|---|---|
| Coefficient of variation (CV) | 1.530600218 |
| Kurtosis | 8.46417106 |
| Mean | 3.233096554 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.991388402 |
| Sum | 172046 |
| Variance | 24.48842708 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1 | 34705 | 65.2% | |
| 3 | 6312 | 11.9% | |
| 6 | 6076 | 11.4% | |
| 18 | 1781 | 3.3% | |
| 2 | 1157 | 2.2% | |
| 22 | 943 | 1.8% | |
| 5 | 678 | 1.3% | |
| 25 | 482 | 0.9% | |
| 4 | 395 | 0.7% | |
| 7 | 313 | 0.6% | |
| Other values (11) | 372 | 0.7% |
| Value | Count | Frequency (%) | |
| 1 | 34705 | 65.2% | |
| 2 | 1157 | 2.2% | |
| 3 | 6312 | 11.9% | |
| 4 | 395 | 0.7% | |
| 5 | 678 | 1.3% |
| Value | Count | Frequency (%) | |
| 28 | 48 | 0.1% | |
| 27 | 3 | < 0.1% | |
| 25 | 482 | 0.9% | |
| 24 | 21 | < 0.1% | |
| 23 | 203 | 0.4% |
admission_source_id
Real number (ℝ≥0)
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.601740144 |
|---|---|
| Minimum | 1 |
| Maximum | 25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 415.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 7 |
| Q3 | 7 |
| 95-th percentile | 17 |
| Maximum | 25 |
| Range | 24 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.200177537 |
|---|---|
| Coefficient of variation (CV) | 0.7497987107 |
| Kurtosis | 1.63122976 |
| Mean | 5.601740144 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.097477822 |
| Sum | 298091 |
| Variance | 17.64149134 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 7 | 27584 | 51.8% | |
| 1 | 16758 | 31.5% | |
| 17 | 3721 | 7.0% | |
| 4 | 2173 | 4.1% | |
| 6 | 1472 | 2.8% | |
| 2 | 782 | 1.5% | |
| 5 | 402 | 0.8% | |
| 20 | 130 | 0.2% | |
| 3 | 87 | 0.2% | |
| 9 | 81 | 0.2% | |
| Other values (7) | 24 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 16758 | 31.5% | |
| 2 | 782 | 1.5% | |
| 3 | 87 | 0.2% | |
| 4 | 2173 | 4.1% | |
| 5 | 402 | 0.8% |
| Value | Count | Frequency (%) | |
| 25 | 2 | < 0.1% | |
| 22 | 3 | < 0.1% | |
| 20 | 130 | 0.2% | |
| 17 | 3721 | 7.0% | |
| 14 | 2 | < 0.1% |
time_in_hospital
Real number (ℝ≥0)
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.196188973 |
|---|---|
| Minimum | 1 |
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 415.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 6 |
| 95-th percentile | 10 |
| Maximum | 14 |
| Range | 13 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.91533184 |
|---|---|
| Coefficient of variation (CV) | 0.6947570424 |
| Kurtosis | 1.125880433 |
| Mean | 4.196188973 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.21542345 |
| Sum | 223296 |
| Variance | 8.499159738 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 3 | 9568 | 18.0% | |
| 2 | 9451 | 17.8% | |
| 1 | 8390 | 15.8% | |
| 4 | 7084 | 13.3% | |
| 5 | 5001 | 9.4% | |
| 6 | 3747 | 7.0% | |
| 7 | 2848 | 5.4% | |
| 8 | 2066 | 3.9% | |
| 9 | 1376 | 2.6% | |
| 10 | 1093 | 2.1% | |
| Other values (4) | 2590 | 4.9% |
| Value | Count | Frequency (%) | |
| 1 | 8390 | 15.8% | |
| 2 | 9451 | 17.8% | |
| 3 | 9568 | 18.0% | |
| 4 | 7084 | 13.3% | |
| 5 | 5001 | 9.4% |
| Value | Count | Frequency (%) | |
| 14 | 469 | 0.9% | |
| 13 | 574 | 1.1% | |
| 12 | 654 | 1.2% | |
| 11 | 893 | 1.7% | |
| 10 | 1093 | 2.1% |
num_lab_procedures
Real number (ℝ≥0)
| Distinct | 115 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.12943962 |
|---|---|
| Minimum | 1 |
| Maximum | 121 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 415.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 31 |
| median | 44 |
| Q3 | 57 |
| 95-th percentile | 74 |
| Maximum | 121 |
| Range | 120 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 19.93832051 |
|---|---|
| Coefficient of variation (CV) | 0.4622902752 |
| Kurtosis | -0.2967895251 |
| Mean | 43.12943962 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | -0.2196322131 |
| Sum | 2295090 |
| Variance | 397.5366249 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1 | 1662 | 3.1% | |
| 43 | 1359 | 2.6% | |
| 44 | 1250 | 2.3% | |
| 45 | 1187 | 2.2% | |
| 38 | 1170 | 2.2% | |
| 47 | 1148 | 2.2% | |
| 46 | 1146 | 2.2% | |
| 40 | 1130 | 2.1% | |
| 37 | 1087 | 2.0% | |
| 41 | 1073 | 2.0% | |
| Other values (105) | 41002 | 77.1% |
| Value | Count | Frequency (%) | |
| 1 | 1662 | 3.1% | |
| 2 | 568 | 1.1% | |
| 3 | 383 | 0.7% | |
| 4 | 234 | 0.4% | |
| 5 | 164 | 0.3% |
| Value | Count | Frequency (%) | |
| 121 | 1 | < 0.1% | |
| 120 | 1 | < 0.1% | |
| 118 | 1 | < 0.1% | |
| 114 | 1 | < 0.1% | |
| 113 | 2 | < 0.1% |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.460386364 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros | 22880 |
| Zeros (%) | 43.0% |
| Memory size | 415.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.768805094 |
|---|---|
| Coefficient of variation (CV) | 1.211189817 |
| Kurtosis | 0.4700768716 |
| Mean | 1.460386364 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.1943098 |
| Sum | 77713 |
| Variance | 3.128671461 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 22880 | 43.0% | |
| 1 | 10697 | 20.1% | |
| 2 | 6971 | 13.1% | |
| 3 | 5503 | 10.3% | |
| 6 | 3022 | 5.7% | |
| 4 | 2272 | 4.3% | |
| 5 | 1869 | 3.5% |
| Value | Count | Frequency (%) | |
| 0 | 22880 | 43.0% | |
| 1 | 10697 | 20.1% | |
| 2 | 6971 | 13.1% | |
| 3 | 5503 | 10.3% | |
| 4 | 2272 | 4.3% |
| Value | Count | Frequency (%) | |
| 6 | 3022 | 5.7% | |
| 5 | 1869 | 3.5% | |
| 4 | 2272 | 4.3% | |
| 3 | 5503 | 10.3% | |
| 2 | 6971 | 13.1% |
num_medications
Real number (ℝ≥0)
| Distinct | 73 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.5756192 |
|---|---|
| Minimum | 1 |
| Maximum | 81 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 415.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 10 |
| median | 14 |
| Q3 | 20 |
| 95-th percentile | 31 |
| Maximum | 81 |
| Range | 80 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 8.390502151 |
|---|---|
| Coefficient of variation (CV) | 0.5386946127 |
| Kurtosis | 3.767344485 |
| Mean | 15.5756192 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.445086226 |
| Sum | 828841 |
| Variance | 70.40052634 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 12 | 3200 | 6.0% | |
| 13 | 3156 | 5.9% | |
| 11 | 3040 | 5.7% | |
| 10 | 2990 | 5.6% | |
| 14 | 2953 | 5.5% | |
| 15 | 2930 | 5.5% | |
| 9 | 2777 | 5.2% | |
| 16 | 2710 | 5.1% | |
| 8 | 2516 | 4.7% | |
| 17 | 2450 | 4.6% | |
| Other values (63) | 24492 | 46.0% |
| Value | Count | Frequency (%) | |
| 1 | 181 | 0.3% | |
| 2 | 325 | 0.6% | |
| 3 | 591 | 1.1% | |
| 4 | 923 | 1.7% | |
| 5 | 1288 | 2.4% |
| Value | Count | Frequency (%) | |
| 81 | 1 | < 0.1% | |
| 79 | 1 | < 0.1% | |
| 75 | 2 | < 0.1% | |
| 74 | 1 | < 0.1% | |
| 69 | 2 | < 0.1% |
| Distinct | 29 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2658322998 |
|---|---|
| Minimum | 0 |
| Maximum | 36 |
| Zeros | 46619 |
| Zeros (%) | 87.6% |
| Memory size | 415.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 36 |
| Range | 36 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.019417003 |
|---|---|
| Coefficient of variation (CV) | 3.834812412 |
| Kurtosis | 163.6789768 |
| Mean | 0.2658322998 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.167543438 |
| Sum | 14146 |
| Variance | 1.039211025 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 46619 | 87.6% | |
| 1 | 3422 | 6.4% | |
| 2 | 1430 | 2.7% | |
| 3 | 820 | 1.5% | |
| 4 | 427 | 0.8% | |
| 5 | 203 | 0.4% | |
| 6 | 92 | 0.2% | |
| 7 | 46 | 0.1% | |
| 8 | 45 | 0.1% | |
| 9 | 27 | 0.1% | |
| Other values (19) | 83 | 0.2% |
| Value | Count | Frequency (%) | |
| 0 | 46619 | 87.6% | |
| 1 | 3422 | 6.4% | |
| 2 | 1430 | 2.7% | |
| 3 | 820 | 1.5% | |
| 4 | 427 | 0.8% |
| Value | Count | Frequency (%) | |
| 36 | 1 | < 0.1% | |
| 35 | 1 | < 0.1% | |
| 33 | 1 | < 0.1% | |
| 29 | 1 | < 0.1% | |
| 26 | 1 | < 0.1% |
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.09061525163 |
|---|---|
| Minimum | 0 |
| Maximum | 42 |
| Zeros | 49782 |
| Zeros (%) | 93.6% |
| Memory size | 415.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 42 |
| Range | 42 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4967912989 |
|---|---|
| Coefficient of variation (CV) | 5.482424757 |
| Kurtosis | 1741.902071 |
| Mean | 0.09061525163 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 27.22568857 |
| Sum | 4822 |
| Variance | 0.2468015947 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 49782 | 93.6% | |
| 1 | 2671 | 5.0% | |
| 2 | 495 | 0.9% | |
| 3 | 154 | 0.3% | |
| 4 | 49 | 0.1% | |
| 5 | 22 | < 0.1% | |
| 6 | 18 | < 0.1% | |
| 8 | 6 | < 0.1% | |
| 7 | 5 | < 0.1% | |
| 10 | 4 | < 0.1% | |
| Other values (6) | 8 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 49782 | 93.6% | |
| 1 | 2671 | 5.0% | |
| 2 | 495 | 0.9% | |
| 3 | 154 | 0.3% | |
| 4 | 49 | 0.1% |
| Value | Count | Frequency (%) | |
| 42 | 1 | < 0.1% | |
| 37 | 1 | < 0.1% | |
| 25 | 1 | < 0.1% | |
| 20 | 1 | < 0.1% | |
| 11 | 1 | < 0.1% |
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1696546022 |
|---|---|
| Minimum | 0 |
| Maximum | 12 |
| Zeros | 47197 |
| Zeros (%) | 88.7% |
| Memory size | 415.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5882281936 |
|---|---|
| Coefficient of variation (CV) | 3.467210356 |
| Kurtosis | 50.67093536 |
| Mean | 0.1696546022 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.711489778 |
| Sum | 9028 |
| Variance | 0.3460124077 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 47197 | 88.7% | |
| 1 | 4248 | 8.0% | |
| 2 | 1115 | 2.1% | |
| 3 | 353 | 0.7% | |
| 4 | 167 | 0.3% | |
| 5 | 62 | 0.1% | |
| 6 | 39 | 0.1% | |
| 7 | 11 | < 0.1% | |
| 8 | 10 | < 0.1% | |
| 10 | 4 | < 0.1% | |
| Other values (3) | 8 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 47197 | 88.7% | |
| 1 | 4248 | 8.0% | |
| 2 | 1115 | 2.1% | |
| 3 | 353 | 0.7% | |
| 4 | 167 | 0.3% |
| Value | Count | Frequency (%) | |
| 12 | 2 | < 0.1% | |
| 11 | 2 | < 0.1% | |
| 10 | 4 | < 0.1% | |
| 9 | 4 | < 0.1% | |
| 8 | 10 | < 0.1% |
number_diagnoses
Real number (ℝ≥0)
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.15356861 |
|---|---|
| Minimum | 1 |
| Maximum | 16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 415.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| median | 8 |
| Q3 | 9 |
| 95-th percentile | 9 |
| Maximum | 16 |
| Range | 15 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.030155451 |
|---|---|
| Coefficient of variation (CV) | 0.2837961808 |
| Kurtosis | -0.4392293637 |
| Mean | 7.15356861 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.6731462681 |
| Sum | 380670 |
| Variance | 4.121531154 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 9 | 22661 | 42.6% | |
| 5 | 7068 | 13.3% | |
| 6 | 5895 | 11.1% | |
| 7 | 5652 | 10.6% | |
| 8 | 5515 | 10.4% | |
| 4 | 3542 | 6.7% | |
| 3 | 1920 | 3.6% | |
| 2 | 734 | 1.4% | |
| 1 | 174 | 0.3% | |
| 16 | 26 | < 0.1% | |
| Other values (6) | 27 | 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 174 | 0.3% | |
| 2 | 734 | 1.4% | |
| 3 | 1920 | 3.6% | |
| 4 | 3542 | 6.7% | |
| 5 | 7068 | 13.3% |
| Value | Count | Frequency (%) | |
| 16 | 26 | < 0.1% | |
| 15 | 5 | < 0.1% | |
| 14 | 3 | < 0.1% | |
| 13 | 8 | < 0.1% | |
| 12 | 3 | < 0.1% |
max_glu_serum
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 415.7 KiB |
| -99 | |
|---|---|
| 0 | 1231 |
| 1 | 1132 |
| Value | Count | Frequency (%) | |
| -99 | 50851 | 95.6% | |
| 0 | 1231 | 2.3% | |
| 1 | 1132 | 2.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.911188785 |
| Min length | 1 |
A1Cresult
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 415.7 KiB |
| -99 | |
|---|---|
| 1 | |
| 0 | 2974 |
| Value | Count | Frequency (%) | |
| -99 | 43216 | 81.2% | |
| 1 | 7024 | 13.2% | |
| 0 | 2974 | 5.6% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.624234224 |
| Min length | 1 |
metformin
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 415.7 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 41655 | 78.3% | |
| 1 | 11559 | 21.7% |
repaglinide
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 415.7 KiB |
| 0 | |
|---|---|
| 1 | 641 |
| Value | Count | Frequency (%) | |
| 0 | 52573 | 98.8% | |
| 1 | 641 | 1.2% |
nateglinide
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 415.7 KiB |
| 0 | |
|---|---|
| 1 | 370 |
| Value | Count | Frequency (%) | |
| 0 | 52844 | 99.3% | |
| 1 | 370 | 0.7% |
chlorpropamide
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 415.7 KiB |
| 0 | |
|---|---|
| 1 | 57 |
| Value | Count | Frequency (%) | |
| 0 | 53157 | 99.9% | |
| 1 | 57 | 0.1% |
glimepiride
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 415.7 KiB |
| 0 | |
|---|---|
| 1 | 2833 |
| Value | Count | Frequency (%) | |
| 0 | 50381 | 94.7% | |
| 1 | 2833 | 5.3% |
acetohexamide
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 415.7 KiB |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 53213 | > 99.9% | |
| 1 | 1 | < 0.1% |
glipizide
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 415.7 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 46508 | 87.4% | |
| 1 | 6706 | 12.6% |
glyburide
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 415.7 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 47399 | 89.1% | |
| 1 | 5815 | 10.9% |
tolbutamide
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 415.7 KiB |
| 0 | |
|---|---|
| 1 | 15 |
| Value | Count | Frequency (%) | |
| 0 | 53199 | > 99.9% | |
| 1 | 15 | < 0.1% |
pioglitazone
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 415.7 KiB |
| 0 | |
|---|---|
| 1 | 4001 |
| Value | Count | Frequency (%) | |
| 0 | 49213 | 92.5% | |
| 1 | 4001 | 7.5% |
rosiglitazone
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 415.7 KiB |
| 0 | |
|---|---|
| 1 | 3451 |
| Value | Count | Frequency (%) | |
| 0 | 49763 | 93.5% | |
| 1 | 3451 | 6.5% |
acarbose
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 415.7 KiB |
| 0 | |
|---|---|
| 1 | 139 |
| Value | Count | Frequency (%) | |
| 0 | 53075 | 99.7% | |
| 1 | 139 | 0.3% |
miglitol
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 415.7 KiB |
| 0 | |
|---|---|
| 1 | 10 |
| Value | Count | Frequency (%) | |
| 0 | 53204 | > 99.9% | |
| 1 | 10 | < 0.1% |
troglitazone
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 415.7 KiB |
| 0 | |
|---|---|
| 1 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 53212 | > 99.9% | |
| 1 | 2 | < 0.1% |
tolazamide
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 415.7 KiB |
| 0 | |
|---|---|
| 1 | 24 |
| Value | Count | Frequency (%) | |
| 0 | 53190 | > 99.9% | |
| 1 | 24 | < 0.1% |
insulin
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 415.7 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 26712 | 50.2% | |
| 0 | 26502 | 49.8% |
glyburide-metformin
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 415.7 KiB |
| 0 | |
|---|---|
| 1 | 361 |
| Value | Count | Frequency (%) | |
| 0 | 52853 | 99.3% | |
| 1 | 361 | 0.7% |
glipizide-metformin
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 415.7 KiB |
| 0 | |
|---|---|
| 1 | 3 |
| Value | Count | Frequency (%) | |
| 0 | 53211 | > 99.9% | |
| 1 | 3 | < 0.1% |
metformin-rosiglitazone
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 415.7 KiB |
| 0 | |
|---|---|
| 1 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 53212 | > 99.9% | |
| 1 | 2 | < 0.1% |
metformin-pioglitazone
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 415.7 KiB |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 53213 | > 99.9% | |
| 1 | 1 | < 0.1% |
change
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 415.7 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 29787 | 56.0% | |
| 1 | 23427 | 44.0% |
diabetesMed
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 415.7 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 39995 | 75.2% | |
| 0 | 13219 | 24.8% |
readmitted
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 415.7 KiB |
| 0 | |
|---|---|
| 1 | 2153 |
| Value | Count | Frequency (%) | |
| 0 | 51061 | 96.0% | |
| 1 | 2153 | 4.0% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.248787913 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros | 40766 |
| Zeros (%) | 76.6% |
| Memory size | 415.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4681279296 |
|---|---|
| Coefficient of variation (CV) | 1.881634538 |
| Kurtosis | 2.50601288 |
| Mean | 0.248787913 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.700747842 |
| Sum | 13239 |
| Variance | 0.2191437585 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 40766 | 76.6% | |
| 1 | 11721 | 22.0% | |
| 2 | 666 | 1.3% | |
| 3 | 58 | 0.1% | |
| 4 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 40766 | 76.6% | |
| 1 | 11721 | 22.0% | |
| 2 | 666 | 1.3% | |
| 3 | 58 | 0.1% | |
| 4 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4 | 3 | < 0.1% | |
| 3 | 58 | 0.1% | |
| 2 | 666 | 1.3% | |
| 1 | 11721 | 22.0% | |
| 0 | 40766 | 76.6% |
race_Asian
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 417 |
| Value | Count | Frequency (%) | |
| 0 | 52797 | 99.2% | |
| 1 | 417 | 0.8% |
race_Caucasian
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 41354 | 77.7% | |
| 0 | 11860 | 22.3% |
race_Hispanic
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 1204 |
| Value | Count | Frequency (%) | |
| 0 | 52010 | 97.7% | |
| 1 | 1204 | 2.3% |
race_Other
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 946 |
| Value | Count | Frequency (%) | |
| 0 | 52268 | 98.2% | |
| 1 | 946 | 1.8% |
age_[10-20)
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 442 |
| Value | Count | Frequency (%) | |
| 0 | 52772 | 99.2% | |
| 1 | 442 | 0.8% |
age_[20-30)
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 893 |
| Value | Count | Frequency (%) | |
| 0 | 52321 | 98.3% | |
| 1 | 893 | 1.7% |
age_[30-40)
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 2135 |
| Value | Count | Frequency (%) | |
| 0 | 51079 | 96.0% | |
| 1 | 2135 | 4.0% |
age_[40-50)
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 47895 | 90.0% | |
| 1 | 5319 | 10.0% |
age_[50-60)
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 43583 | 81.9% | |
| 1 | 9631 | 18.1% |
age_[60-70)
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 41177 | 77.4% | |
| 1 | 12037 | 22.6% |
age_[70-80)
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 40058 | 75.3% | |
| 1 | 13156 | 24.7% |
age_[80-90)
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 45121 | 84.8% | |
| 1 | 8093 | 15.2% |
age_[90-100)
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 1363 |
| Value | Count | Frequency (%) | |
| 0 | 51851 | 97.4% | |
| 1 | 1363 | 2.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 2885 |
| Value | Count | Frequency (%) | |
| 0 | 50329 | 94.6% | |
| 1 | 2885 | 5.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 3661 |
| Value | Count | Frequency (%) | |
| 0 | 49553 | 93.1% | |
| 1 | 3661 | 6.9% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 277 |
| Value | Count | Frequency (%) | |
| 0 | 52937 | 99.5% | |
| 1 | 277 | 0.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 44679 | 84.0% | |
| 1 | 8535 | 16.0% |
medical_specialty_Nephrology
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 483 |
| Value | Count | Frequency (%) | |
| 0 | 52731 | 99.1% | |
| 1 | 483 | 0.9% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 532 |
| Value | Count | Frequency (%) | |
| 0 | 52682 | 99.0% | |
| 1 | 532 | 1.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 873 |
| Value | Count | Frequency (%) | |
| 0 | 52341 | 98.4% | |
| 1 | 873 | 1.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 914 |
| Value | Count | Frequency (%) | |
| 0 | 52300 | 98.3% | |
| 1 | 914 | 1.7% |
medical_specialty_Other
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 1692 |
| Value | Count | Frequency (%) | |
| 0 | 51522 | 96.8% | |
| 1 | 1692 | 3.2% |
medical_specialty_Psychiatry
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 472 |
| Value | Count | Frequency (%) | |
| 0 | 52742 | 99.1% | |
| 1 | 472 | 0.9% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 509 |
| Value | Count | Frequency (%) | |
| 0 | 52705 | 99.0% | |
| 1 | 509 | 1.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 611 |
| Value | Count | Frequency (%) | |
| 0 | 52603 | 98.9% | |
| 1 | 611 | 1.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 392 |
| Value | Count | Frequency (%) | |
| 0 | 52822 | 99.3% | |
| 1 | 392 | 0.7% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 1759 |
| Value | Count | Frequency (%) | |
| 0 | 51455 | 96.7% | |
| 1 | 1759 | 3.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 359 |
| Value | Count | Frequency (%) | |
| 0 | 52855 | 99.3% | |
| 1 | 359 | 0.7% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 265 |
| Value | Count | Frequency (%) | |
| 0 | 52949 | 99.5% | |
| 1 | 265 | 0.5% |
medical_specialty_Unknow
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 28043 | 52.7% | |
| 1 | 25171 | 47.3% |
medical_specialty_Urology
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 418 |
| Value | Count | Frequency (%) | |
| 0 | 52796 | 99.2% | |
| 1 | 418 | 0.8% |
diag_1_Diabetes
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 4220 |
| Value | Count | Frequency (%) | |
| 0 | 48994 | 92.1% | |
| 1 | 4220 | 7.9% |
diag_1_Digestive
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 48254 | 90.7% | |
| 1 | 4960 | 9.3% |
diag_1_Genitourinary
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 2644 |
| Value | Count | Frequency (%) | |
| 0 | 50570 | 95.0% | |
| 1 | 2644 | 5.0% |
diag_1_Injury
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 3625 |
| Value | Count | Frequency (%) | |
| 0 | 49589 | 93.2% | |
| 1 | 3625 | 6.8% |
diag_1_Muscoloskeletal
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 3323 |
| Value | Count | Frequency (%) | |
| 0 | 49891 | 93.8% | |
| 1 | 3323 | 6.2% |
diag_1_Neoplasms
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 44608 | 83.8% | |
| 1 | 8606 | 16.2% |
diag_1_Others
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 2702 |
| Value | Count | Frequency (%) | |
| 0 | 50512 | 94.9% | |
| 1 | 2702 | 5.1% |
diag_1_Respiratory
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 46170 | 86.8% | |
| 1 | 7044 | 13.2% |
diag_2_Diabetes
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 45537 | 85.6% | |
| 1 | 7677 | 14.4% |
diag_2_Digestive
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 2203 |
| Value | Count | Frequency (%) | |
| 0 | 51011 | 95.9% | |
| 1 | 2203 | 4.1% |
diag_2_Genitourinary
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 4025 |
| Value | Count | Frequency (%) | |
| 0 | 49189 | 92.4% | |
| 1 | 4025 | 7.6% |
diag_2_Injury
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 1507 |
| Value | Count | Frequency (%) | |
| 0 | 51707 | 97.2% | |
| 1 | 1507 | 2.8% |
diag_2_Muscoloskeletal
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 1033 |
| Value | Count | Frequency (%) | |
| 0 | 52181 | 98.1% | |
| 1 | 1033 | 1.9% |
diag_2_Neoplasms
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 42570 | 80.0% | |
| 1 | 10644 | 20.0% |
diag_2_Others
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 | 4276 |
| Value | Count | Frequency (%) | |
| 0 | 48938 | 92.0% | |
| 1 | 4276 | 8.0% |
diag_2_Respiratory
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 48045 | 90.3% | |
| 1 | 5169 | 9.7% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| admission_type_id | discharge_disposition_id | admission_source_id | time_in_hospital | num_lab_procedures | num_procedures | num_medications | number_outpatient | number_emergency | number_inpatient | number_diagnoses | max_glu_serum | A1Cresult | metformin | repaglinide | nateglinide | chlorpropamide | glimepiride | acetohexamide | glipizide | glyburide | tolbutamide | pioglitazone | rosiglitazone | acarbose | miglitol | troglitazone | tolazamide | insulin | glyburide-metformin | glipizide-metformin | metformin-rosiglitazone | metformin-pioglitazone | change | diabetesMed | readmitted | numchange | race_Asian | race_Caucasian | race_Hispanic | race_Other | age_[10-20) | age_[20-30) | age_[30-40) | age_[40-50) | age_[50-60) | age_[60-70) | age_[70-80) | age_[80-90) | age_[90-100) | medical_specialty_Emergency/Trauma | medical_specialty_Family/GeneralPractice | medical_specialty_Gastroenterology | medical_specialty_InternalMedicine | medical_specialty_Nephrology | medical_specialty_ObstetricsandGynecology | medical_specialty_Orthopedics | medical_specialty_Orthopedics-Reconstructive | medical_specialty_Other | medical_specialty_Psychiatry | medical_specialty_Pulmonology | medical_specialty_Radiologist | medical_specialty_Surgery-Cardiovascular/Thoracic | medical_specialty_Surgery-General | medical_specialty_Surgery-Neuro | medical_specialty_Surgery-Vascular | medical_specialty_Unknow | medical_specialty_Urology | diag_1_Diabetes | diag_1_Digestive | diag_1_Genitourinary | diag_1_Injury | diag_1_Muscoloskeletal | diag_1_Neoplasms | diag_1_Others | diag_1_Respiratory | diag_2_Diabetes | diag_2_Digestive | diag_2_Genitourinary | diag_2_Injury | diag_2_Muscoloskeletal | diag_2_Neoplasms | diag_2_Others | diag_2_Respiratory | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 6 | 25 | 1 | 1 | 41 | 0 | 1 | 0 | 0 | 0 | 1 | -99 | -99 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 7 | 3 | 59 | 0 | 18 | 0 | 0 | 0 | 9 | -99 | -99 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2 | 1 | 1 | 7 | 2 | 11 | 5 | 13 | 2 | 0 | 1 | 6 | -99 | -99 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | 1 | 1 | 7 | 2 | 44 | 1 | 16 | 0 | 0 | 0 | 7 | -99 | -99 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 4 | 1 | 1 | 7 | 1 | 51 | 0 | 8 | 0 | 0 | 0 | 5 | -99 | -99 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
| 5 | 2 | 1 | 2 | 3 | 31 | 6 | 16 | 0 | 0 | 0 | 9 | -99 | -99 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 6 | 3 | 1 | 2 | 4 | 70 | 1 | 21 | 0 | 0 | 0 | 7 | -99 | -99 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 7 | 1 | 1 | 7 | 5 | 73 | 0 | 12 | 0 | 0 | 0 | 8 | -99 | -99 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 8 | 2 | 1 | 4 | 13 | 68 | 2 | 28 | 0 | 0 | 0 | 8 | -99 | -99 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 9 | 3 | 3 | 4 | 12 | 33 | 3 | 18 | 0 | 0 | 0 | 8 | -99 | -99 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
Last rows
| admission_type_id | discharge_disposition_id | admission_source_id | time_in_hospital | num_lab_procedures | num_procedures | num_medications | number_outpatient | number_emergency | number_inpatient | number_diagnoses | max_glu_serum | A1Cresult | metformin | repaglinide | nateglinide | chlorpropamide | glimepiride | acetohexamide | glipizide | glyburide | tolbutamide | pioglitazone | rosiglitazone | acarbose | miglitol | troglitazone | tolazamide | insulin | glyburide-metformin | glipizide-metformin | metformin-rosiglitazone | metformin-pioglitazone | change | diabetesMed | readmitted | numchange | race_Asian | race_Caucasian | race_Hispanic | race_Other | age_[10-20) | age_[20-30) | age_[30-40) | age_[40-50) | age_[50-60) | age_[60-70) | age_[70-80) | age_[80-90) | age_[90-100) | medical_specialty_Emergency/Trauma | medical_specialty_Family/GeneralPractice | medical_specialty_Gastroenterology | medical_specialty_InternalMedicine | medical_specialty_Nephrology | medical_specialty_ObstetricsandGynecology | medical_specialty_Orthopedics | medical_specialty_Orthopedics-Reconstructive | medical_specialty_Other | medical_specialty_Psychiatry | medical_specialty_Pulmonology | medical_specialty_Radiologist | medical_specialty_Surgery-Cardiovascular/Thoracic | medical_specialty_Surgery-General | medical_specialty_Surgery-Neuro | medical_specialty_Surgery-Vascular | medical_specialty_Unknow | medical_specialty_Urology | diag_1_Diabetes | diag_1_Digestive | diag_1_Genitourinary | diag_1_Injury | diag_1_Muscoloskeletal | diag_1_Neoplasms | diag_1_Others | diag_1_Respiratory | diag_2_Diabetes | diag_2_Digestive | diag_2_Genitourinary | diag_2_Injury | diag_2_Muscoloskeletal | diag_2_Neoplasms | diag_2_Others | diag_2_Respiratory | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 53204 | 1 | 4 | 7 | 14 | 69 | 0 | 16 | 0 | 0 | 0 | 5 | -99 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
| 53205 | 3 | 6 | 1 | 3 | 27 | 1 | 29 | 0 | 1 | 0 | 9 | -99 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 53206 | 3 | 6 | 1 | 13 | 77 | 6 | 65 | 0 | 0 | 0 | 16 | -99 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 53207 | 3 | 1 | 1 | 3 | 13 | 1 | 5 | 0 | 0 | 0 | 8 | -99 | -99 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
| 53208 | 1 | 1 | 7 | 13 | 51 | 2 | 13 | 0 | 0 | 0 | 9 | -99 | -99 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
| 53209 | 1 | 1 | 7 | 9 | 50 | 2 | 33 | 0 | 0 | 0 | 9 | -99 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| 53210 | 1 | 1 | 7 | 14 | 73 | 6 | 26 | 0 | 1 | 0 | 9 | -99 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 53211 | 1 | 1 | 7 | 2 | 46 | 6 | 17 | 1 | 1 | 1 | 9 | -99 | -99 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 53212 | 1 | 1 | 7 | 5 | 76 | 1 | 22 | 0 | 1 | 0 | 9 | -99 | -99 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
| 53213 | 1 | 1 | 7 | 6 | 13 | 3 | 3 | 0 | 0 | 0 | 9 | -99 | -99 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |